ID
int64
0
254k
BMI
float32
12
98
PhysHlth
float32
0
30
Age
stringclasses
13 values
HighBP
stringclasses
2 values
HighChol
stringclasses
2 values
CholCheck
stringclasses
2 values
Smoker
stringclasses
2 values
Stroke
stringclasses
2 values
HeartDiseaseorAttack
stringclasses
2 values
PhysActivity
stringclasses
2 values
Fruits
stringclasses
2 values
Veggies
stringclasses
2 values
HvyAlcoholConsump
stringclasses
2 values
AnyHealthcare
stringclasses
2 values
NoDocbcCost
stringclasses
2 values
GenHlth
stringclasses
5 values
MentHlth
stringlengths
1
2
DiffWalk
stringclasses
2 values
Sex
stringclasses
2 values
Education
stringclasses
6 values
Income
stringclasses
8 values
Diabetes_binary
stringclasses
2 values
40,293
33
2
65 to 69
1
0
1
1
0
0
1
0
0
1
1
0
Good
0
0
1
6
8
Diabetic
75,339
37
0
65 to 69
1
1
1
0
0
0
1
0
1
0
1
0
Good
0
0
1
6
8
Diabetic
128,614
30
0
60 to 64
0
0
1
0
0
0
1
0
0
0
1
0
Good
0
0
0
6
8
Non-Diabetic
117,549
30
1
30 to 34
0
0
1
1
0
0
1
1
1
0
1
0
Good
10
0
0
6
5
Non-Diabetic
109,933
28
0
55 to 59
1
1
1
0
0
0
0
0
1
0
1
0
Fair
5
0
1
Advanced Degree
8
Non-Diabetic
250,297
27
3
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
Advanced Degree
8
Diabetic
138,631
32
0
55 to 59
0
0
1
0
0
0
0
1
0
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
1,361
42
10
70 to 74
1
0
1
1
0
0
1
1
1
0
1
0
Good
0
1
0
Advanced Degree
4
Diabetic
166,019
23
30
75 to 79
1
1
1
0
0
0
1
1
1
0
1
0
Good
15
1
1
6
8
Non-Diabetic
110,089
36
0
65 to 69
1
1
0
1
0
1
0
1
1
0
1
0
Good
2
1
1
Advanced Degree
5
Diabetic
225,708
24
0
65 to 69
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
131,869
35
30
45 to 49
1
1
1
1
0
1
0
0
0
1
1
0
Good
0
1
1
Advanced Degree
1
Diabetic
191,681
37
3
25 to 29
0
0
1
1
0
0
1
0
0
0
1
1
Good
20
0
0
Advanced Degree
7
Non-Diabetic
149,242
30
5
55 to 59
0
1
1
1
0
0
1
0
1
0
0
0
Fair
3
0
1
Advanced Degree
8
Non-Diabetic
25,471
31
0
50 to 54
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
42,091
22
30
65 to 69
1
1
1
0
0
0
1
1
1
0
1
1
Excellent
30
0
0
6
5
Non-Diabetic
79,649
34
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
134,113
21
0
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
7
Non-Diabetic
89,514
28
0
55 to 59
1
1
1
1
0
0
1
1
1
0
1
0
Poor
1
0
0
6
8
Non-Diabetic
166,721
27
30
60 to 64
1
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
7
Non-Diabetic
35,569
28
2
65 to 69
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
15,583
41
0
65 to 69
1
0
1
0
0
0
1
0
1
0
1
0
Fair
30
0
0
Some College Degree
5
Non-Diabetic
33,496
34
15
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Excellent
1
1
0
Advanced Degree
1
Non-Diabetic
208,364
21
25
50 to 54
1
1
1
0
0
0
1
1
1
0
1
1
Excellent
30
0
1
Advanced Degree
2
Diabetic
190,770
28
0
50 to 54
0
0
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
Advanced Degree
8
Non-Diabetic
185,028
52
20
40 to 44
0
1
1
1
0
0
1
1
1
0
1
0
Excellent
27
1
0
Advanced Degree
2
Diabetic
8,163
24
0
50 to 54
1
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
154,729
29
2
70 to 74
0
1
1
1
0
0
1
0
0
0
1
0
Fair
20
0
0
6
6
Non-Diabetic
186,738
37
3
45 to 49
0
0
1
1
0
0
1
0
1
0
0
1
Good
6
0
0
Advanced Degree
6
Non-Diabetic
187,595
21
0
40 to 44
0
0
1
1
0
0
1
0
1
0
0
1
Good
30
1
0
Some College Degree
1
Non-Diabetic
111,814
37
4
65 to 69
1
1
1
0
0
0
0
1
1
0
1
0
Very Good
5
1
1
Some College Degree
1
Non-Diabetic
131,785
27
0
55 to 59
0
0
1
1
0
0
1
1
1
1
1
0
Poor
0
0
0
6
8
Non-Diabetic
222,920
22
2
45 to 49
0
0
0
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
106,449
25
0
45 to 49
0
0
1
0
0
0
1
1
1
0
0
0
Good
7
0
0
Advanced Degree
5
Non-Diabetic
147,625
40
5
60 to 64
1
1
1
0
0
0
0
1
1
0
1
0
Very Good
0
0
0
6
8
Non-Diabetic
237,344
30
17
40 to 44
0
0
1
1
0
0
1
0
1
0
1
1
Excellent
17
1
0
Advanced Degree
1
Non-Diabetic
132,980
32
0
70 to 74
0
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
1
6
8
Non-Diabetic
247,798
34
2
60 to 64
1
1
1
0
0
0
0
0
1
0
1
0
Fair
0
0
0
Advanced Degree
6
Non-Diabetic
249,263
26
3
65 to 69
1
0
1
1
0
0
0
0
1
0
1
0
Good
0
0
1
Some College Degree
8
Non-Diabetic
237,152
25
0
55 to 59
0
1
1
1
0
0
1
0
0
0
1
0
Good
0
0
1
Advanced Degree
1
Non-Diabetic
244,333
22
0
60 to 64
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
0
6
2
Non-Diabetic
132,880
32
0
60 to 64
1
1
1
0
0
0
1
1
1
0
1
0
Good
0
0
1
6
7
Non-Diabetic
1,916
29
0
60 to 64
1
1
1
0
0
0
1
0
1
0
1
0
Good
5
0
0
Advanced Degree
7
Non-Diabetic
56,125
28
0
60 to 64
0
0
1
1
0
0
1
1
0
0
1
0
Good
0
0
0
Advanced Degree
4
Non-Diabetic
67,363
38
15
75 to 79
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
1
6
8
Diabetic
153,636
23
0
60 to 64
0
0
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
22,180
30
0
55 to 59
0
0
1
0
0
0
1
0
0
0
1
0
Fair
0
0
1
Advanced Degree
5
Non-Diabetic
103,677
28
1
50 to 54
0
0
1
1
0
0
1
1
1
1
1
0
Fair
20
0
0
6
8
Non-Diabetic
21,399
27
0
55 to 59
0
1
0
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Some College Degree
7
Non-Diabetic
63,098
25
1
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Fair
0
0
1
6
7
Non-Diabetic
93,418
23
0
50 to 54
0
1
1
0
0
0
1
1
1
0
1
0
Poor
0
0
0
6
8
Non-Diabetic
249,480
21
0
70 to 74
1
0
1
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
3
Non-Diabetic
124,298
23
30
18 to 24
0
0
1
1
0
0
0
0
0
0
1
1
Good
0
0
1
Some College Degree
7
Diabetic
177,614
22
0
60 to 64
0
0
1
1
0
0
0
1
1
0
1
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
98,402
27
30
75 to 79
1
1
1
0
1
0
0
1
1
0
1
0
Excellent
0
0
0
6
8
Non-Diabetic
209,282
28
0
50 to 54
0
0
1
1
0
0
1
1
1
0
0
0
Very Good
0
0
0
Some College Degree
2
Non-Diabetic
85,786
29
0
80 or older
1
1
1
0
0
1
1
1
1
0
1
0
Fair
2
0
1
High School
5
Diabetic
98,163
31
30
70 to 74
1
1
1
0
0
0
0
1
1
0
1
0
Fair
1
0
1
Some College Degree
8
Diabetic
3,929
33
0
60 to 64
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
6
6
Non-Diabetic
38,227
22
0
75 to 79
0
0
1
0
0
0
1
1
1
0
1
1
Fair
0
0
1
6
8
Non-Diabetic
155,123
39
0
70 to 74
0
0
1
1
0
0
1
0
1
0
1
0
Good
0
0
0
Advanced Degree
2
Non-Diabetic
193,367
28
0
70 to 74
0
0
1
1
0
0
1
1
1
0
1
0
Poor
0
0
1
Advanced Degree
8
Non-Diabetic
204,147
36
0
55 to 59
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
7
Non-Diabetic
221,214
31
0
18 to 24
0
0
1
0
0
0
1
0
1
0
1
0
Fair
5
0
0
6
6
Non-Diabetic
123,682
30
5
60 to 64
1
0
1
0
0
0
1
1
1
0
1
0
Very Good
0
0
0
6
7
Non-Diabetic
85,963
23
0
65 to 69
0
1
1
0
0
0
0
0
0
0
1
0
Poor
0
1
0
Some College Degree
7
Non-Diabetic
203,630
21
0
75 to 79
1
1
1
1
1
1
1
1
1
0
1
0
Good
0
1
1
Elementary
5
Non-Diabetic
226,888
24
0
30 to 34
1
0
1
1
0
0
1
1
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
13,453
27
3
55 to 59
1
1
1
1
0
0
1
0
1
0
1
0
Fair
3
0
1
Advanced Degree
5
Diabetic
184,119
22
3
65 to 69
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
Advanced Degree
5
Non-Diabetic
109,954
31
30
60 to 64
1
1
1
0
0
0
1
0
1
0
1
0
Very Good
30
1
0
Some College Degree
1
Non-Diabetic
233,732
28
2
75 to 79
1
0
1
0
0
0
1
0
0
0
1
0
Fair
0
0
0
6
6
Non-Diabetic
91,544
24
3
45 to 49
0
0
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
6
8
Non-Diabetic
215,531
36
0
40 to 44
0
0
0
0
0
0
1
0
1
0
1
0
Good
10
0
0
Advanced Degree
5
Non-Diabetic
139,528
29
0
75 to 79
0
0
1
1
0
0
1
1
0
0
1
0
Good
0
0
1
6
4
Non-Diabetic
104,269
29
1
30 to 34
0
1
1
0
0
0
1
0
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
74,251
34
0
55 to 59
1
0
0
1
0
0
0
0
1
0
1
0
Fair
1
0
1
Advanced Degree
8
Diabetic
11,757
29
15
60 to 64
1
1
1
1
0
0
0
0
1
0
1
1
Very Good
30
1
0
Some College Degree
2
Non-Diabetic
143,550
24
0
55 to 59
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
0
Some College Degree
6
Non-Diabetic
171,127
30
0
40 to 44
0
0
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
225,207
31
0
50 to 54
1
0
1
0
0
0
0
0
0
0
1
0
Fair
10
0
1
Some College Degree
7
Non-Diabetic
231,507
28
0
55 to 59
1
1
1
1
0
0
1
0
1
0
1
0
Fair
0
0
1
Advanced Degree
8
Non-Diabetic
160,767
35
1
35 to 39
0
0
1
0
0
0
0
0
1
0
1
0
Good
0
0
0
6
8
Non-Diabetic
58,576
24
0
25 to 29
1
1
0
0
0
0
1
1
1
0
1
0
Good
0
0
0
Advanced Degree
7
Non-Diabetic
36,538
37
1
55 to 59
1
0
1
0
0
0
0
1
0
0
1
0
Good
5
0
0
Advanced Degree
6
Diabetic
79,945
29
2
55 to 59
0
0
1
0
0
0
0
0
1
0
1
0
Good
0
0
0
Advanced Degree
5
Non-Diabetic
151,836
24
15
45 to 49
0
0
1
1
0
0
1
1
1
0
1
0
Good
10
1
0
Advanced Degree
4
Diabetic
241,135
27
0
18 to 24
0
0
1
0
0
0
1
1
1
0
1
0
Poor
2
0
1
Some College Degree
3
Non-Diabetic
202,002
27
0
30 to 34
0
0
1
0
0
0
1
1
1
0
1
0
Fair
0
0
0
6
8
Non-Diabetic
184,091
31
7
45 to 49
0
1
1
0
0
0
1
1
1
0
1
0
Good
3
0
0
Advanced Degree
8
Non-Diabetic
153,905
27
4
55 to 59
0
1
1
1
0
0
1
1
1
0
1
0
Fair
0
0
1
Advanced Degree
7
Non-Diabetic
153,637
29
15
45 to 49
0
1
1
1
0
0
1
0
1
1
1
0
Very Good
0
0
0
Some College Degree
2
Non-Diabetic
249,500
24
0
18 to 24
0
0
1
0
0
1
1
0
0
0
1
0
Fair
0
0
1
Advanced Degree
3
Non-Diabetic
91,314
33
0
50 to 54
1
0
1
0
0
0
1
0
0
0
1
0
Fair
3
0
1
Some College Degree
8
Non-Diabetic
73,412
26
1
55 to 59
0
0
1
0
0
0
1
1
1
0
1
0
Poor
5
0
0
6
8
Non-Diabetic
85,682
28
0
30 to 34
1
0
1
1
0
0
1
1
1
1
1
0
Poor
5
0
1
Advanced Degree
8
Non-Diabetic
203,471
24
0
70 to 74
1
1
1
1
0
0
0
0
0
0
1
1
Good
0
1
0
Some College Degree
4
Diabetic
192,468
26
0
45 to 49
0
0
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
6
8
Non-Diabetic
12,295
27
0
50 to 54
0
1
1
0
0
0
1
0
1
0
1
0
Poor
0
0
1
Some College Degree
5
Non-Diabetic
83,304
24
0
55 to 59
1
0
1
0
0
0
1
1
1
0
1
0
Good
1
0
1
Some College Degree
6
Non-Diabetic